Community
What we're building
Insight AI is a community of builders. Explore the projects our members are working on this semester.
3 projects
Early — growing fast
Autonomous penetration testing agent
KIRA
An autonomous pentest agent built in Python, implementing a full pentest lifecycle — Recon, Enumeration, Vulnerability Scanning, Exploitation, Privilege Escalation, and Reporting. Driven by an LLM-powered Observe → Think → Act loop running on Gemma 3 4B via Ollama, with a custom terminal UI.

Fast, frictionless file-sharing web app
CloudClip
A fast, frictionless file-sharing web application. Drop your files, receive a secure 6-digit code, and instantly download them on any other device. Features instant sharing with auto-generated codes, self-destructing clips for privacy, and drag-and-drop uploads. No accounts, no passwords, no hassle.
Author

Predictive Traffic Stabilization
HEIMDALL
AI-powered traffic stabilization system using computer vision and nonlinear dynamics to predict and prevent congestion. Combines real-time traffic monitoring with predictive models to optimize traffic flow and reduce congestion before it occurs.
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